Výsledky vyhľadávania - "Swarm intelligence optimization algorithm"

Three-learning strategy particle swarm algorithm for global optimization problems Autor Zhang, Xinming, Lin, Qiuying

“…[Display omitted] •A med-point-example learning strategy is proposed to get stronger exploitation.•A random learning strategy is introduced to obtain stronger…”
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Guided learning strategy: A novel update mechanism for metaheuristic algorithms design and improvement Autor Jia, Heming, Lu, Chenghao

“…Meta-heuristic algorithms (MH) are naturally inspired global optimization algorithms. They are often relatively simple and can solve problems in a short period…”
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Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping Autor Bui, Quang-Thanh, Nguyen, Quoc-Huy, Nguyen, Xuan Linh, Pham, Vu Dong, Nguyen, Huu Duy, Pham, Van-Manh

“…•Examination of hybrid models that combine several swarm intelligenceoptimizers with deep learning neural network.•Comparison of performance of proposed models…”
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An online chatter detection and recognition method for camshaft non-circular contour high-speed grinding based on improved LMD and GAPSO-ABC-SVM Autor Zhuo, Rongjin, Deng, Zhaohui, Li, Yiwen, Liu, Tao, Ge, Jimin, Lv, Lishu, Liu, Wei

“…[Display omitted] •The local mean decomposition (LMD) algorithm is improved by the mirror extension method, moving average algorithm, and adaptive soft…”
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Tourism combination forecasting with swarm intelligence Autor Li, Hengyun, Guo, Honggang, Wang, Jianzhou, Wang, Yong, Wu, Chunying

“…Combination forecasting is an effective method for improving the accuracy of tourism demand. This study proposes an innovative combination strategy based on a…”
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Research and application based on the swarm intelligence algorithm and artificial intelligence for wind farm decision system Autor Zhao, Xuejing, Wang, Chen, Su, Jinxia, Wang, Jianzhou

“…Wind energy is an increasing concern for wind farm administrators. Effective wind energy potential analysis and accurate forecasting can reduce the operating…”
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Dynamic Gaussian mutation beetle swarm optimization method for large-scale weapon target assignment problems Autor Xu, Han, Zhang, An, Bi, Wenhao, Xu, Shuangfei

“…The weapon target assignment is a crucial issue for firepower resources optimization in modern warfare. Such a problem is complicated, multi-constrained,…”
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Analysis of the influence of population distribution characteristics on swarm intelligence optimization algorithms Autor Hu, Rongxin, Bao, Liyong, Ding, Hongwei, Zhou, Dongmin, Kong, Yan

“…The distribution characteristic of populations is one of the main characteristics of population. The pattern of distribution characteristics determines the…”
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Analysis of photovoltaic array maximum power point tracking under uniform environment and partial shading condition: A review Autor Li, Jianlin, Wu, Yiwen, Ma, Suliang, Chen, Mingxuan, Zhang, Baoping, Jiang, Bing

“…With the expansion of the scale of application of photovoltaic (PV) power generation, PV maximum power point tracking (MPPT) technology has been transformed…”
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A comprehensive survey of the application of swarm intelligent optimization algorithm in photovoltaic energy storage systems Autor Wang, Shuxin, Yue, Yinggao, Cai, Shaotang, Li, Xiaojuan, Chen, Changzu, Zhao, Hongliang, Li, Tiejun

“…With the rapid development of renewable energy, photovoltaic energy storage systems (PV-ESS) play an important role in improving energy efficiency, ensuring…”
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Study on bionics-based swarm intelligence optimization algorithms for wavelength selection in near-infrared spectroscopy Autor Long, Tingze, Yi, Han, Kang, Yatong, Qiao, Ying, Guan, Ying, Chen, Chao

“…In this paper, ten bionic swarm intelligence optimization algorithms (BSIOAs) inspired by natural organisms, such as Harris Hawk Optimization Algorithm,…”
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Interpretable CEEMDAN-SMA-LSSVM hybrid model for predicting shield tunnel-induced settlement Autor Meng, Shaoqiang, Shi, Zhenming, Gutierrez, Marte

“…Accurate and interpretable prediction of shield tunnel-induced settlement poses a significant challenge due to the complex interplay of various influencing…”
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A time–frequency analysis method of electromagnetic signal for coal and rock properties recognition while drilling based on CWT and GAPSO-ROA Autor Liu, Yang, Si, Lei, Wang, Zhongbin, Wei, Dong, Gu, Jinheng, Li, Xin, Dai, Jianbo

“…•A time–frequency analysis method is proposed based on electromagnetic detection.•The electromagnetic signals of coal and rock while drilling are analyzed…”
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Application of Swarm Intelligence Optimization Algorithms in Image Processing: A Comprehensive Review of Analysis, Synthesis, and Optimization Autor Xu, Minghai, Cao, Li, Lu, Dongwan, Hu, Zhongyi, Yue, Yinggao

“…Image processing technology has always been a hot and difficult topic in the field of artificial intelligence. With the rise and development of machine…”
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A multiple surrogate-assisted hybrid evolutionary feature selection algorithm Autor Zhang, Wan-qiu, Hu, Ying, Zhang, Yong, Zheng, Zi-wang, Peng, Chao, Song, Xianfang, Gong, Dunwei

“…Feature selection (FS) is an important data processing technology. However, existing FS methods based on evolutionary computation have still the problems of…”
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Development of near-infrared spectroscopy calibration model and monitoring software: For monitoring hexamethylenetetramine concentration in hexamethylenetetramine–acetic acid solution Autor Qian, Shichuan, Wang, Zhi, Chao, Hui, Sheng, Xin, Zhao, Xinping, Lu, Zhiyan, Xing, Ruoting, Xu, Yinguang, Jin, Shaohua, Li, Lijie, Chen, Kun

“…•NIR coupled with SPXY-SGFD-UVE-DE-MFO-SVM for HA concentration determination in a solution of HA-HAc.•A comparative analysis of partitioning method, spectral…”
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Structural Parameter Identification Using Multi-Objective Modified Directional Bat Algorithm Autor LIU Li-jun, LIN Ying-hai, SU Yong-hui, LEI Ying

“…ObjectiveStructural parameter identification based on swarm intelligent optimization methods has become one of the popular methods for finite element model…”
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A Comparative Study of Six Hybrid Prediction Models for Uniaxial Compressive Strength of Rock Based on Swarm Intelligence Optimization Algorithms Autor Lei, Yu, Zhou, Shengtao, Luo, Xuedong, Niu, Shuaishuai, Jiang, Nan

“…Uniaxial compressive strength (UCS) is a significant parameter in mining engineering and rock engineering. The laboratory rock test is time-consuming and…”
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E-Commerce Enterprises Financial Risk Prediction Based on FA-PSO-LSTM Neural Network Deep Learning Model Autor Chen, Xiangzhou, Long, Zhi

“…The rapid development of Internet information technology has made e-commerce enterprises face complex and changing financial problems. Combining artificial…”
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An Improved Mayfly Optimization Algorithm Based on Median Position and Its Application in the Optimization of PID Parameters of Hydro-Turbine Governor Autor Lei, Guo, Chang, Xu, Tianhang, Yu, Tuerxun, Wumaier

“…Mayfly algorithm is a new intelligent optimization algorithm with unique optimization capabilities recently proposed. It has strong research value, but there…”
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